Split-and-link algorithms for image segmentation. - Matti Pietikäinen; Azriel Rosenfeld; Ingrid Walter (Pattern Recognit., 1982)

Multispectral image smoothing guided by global distribution of pixel values. - Leslie J. Kitchen; Matti Pietikäinen; Azriel Rosenfeld; Cheng-Ye Wang (IEEE Trans. Syst. Man Cybern., 1983)

Experiments with texture classification using averages of local pattern matches. - Matti Pietikäinen; Azriel Rosenfeld; Larry S. Davis (IEEE Trans. Syst. Man Cybern., 1983)

A Computer-Controlled Test Vehicle for Robot Vision. - Juha Röning; Mikko Lindholm; Matti Pietikäinen (IAS, 1986)

Ferguson patch based method for representation of 3-D scenes. - Heikki Ailisto; Matti Pietikäinen (ICRA, 1987)

An Automated System For Metal Strip Inspection. - Timo Piironen; Olli Silvén; Toni Laitinen; Esko Strömmer; Matti Pietikäinen (MVA, 1988)

A hybrid computer architecture for machine vision. - Matti Pietikäinen; Tapio Seppänen; Pertti Alapuranen (ICPR (2), 1990)

Color segmentation by hierarchical connected components analysis with image enhancement by symmetric neighborhood filters. - Tapani Westman; David Harwood; Toni Laitinen; Matti Pietikäinen (ICPR (1), 1990)

A 3-D scene interpreter for indoor navigation. - Juha Röning; Tapio Taipale; Matti Pietikäinen (IROS, 1990)

Automated visual inspection of rolled metal surfaces. - Timo Piironen; Olli Silvén; Matti Pietikäinen; Toni Laitinen; Esko Strömmer (Mach. Vis. Appl., 1990)

Evaluating quality of surface description using robust methods. - Visa Koivunen; Matti Pietikäinen (ICPR (3), 1992)

Edge-based texture measures for surface inspection. - Timo Ojala; Matti Pietikäinen; Olli Silvén (ICPR (2), 1992)

Online color camera calibration. - Elzbieta Marszalec; Matti Pietikäinen (ICPR (1), 1994)

Performance evaluation of texture measures with classification based on Kullback discrimination of distributions. - Timo Ojala; Matti Pietikäinen; David Harwood (ICPR (1), 1994)

A System for Recognizing Forms and Characters on Cylindrical Objects. - Tapio Seppänen; Pasi Hyttinen; Matti Pietikäinen; Hannu Hahtala; Jukka Rajala (MVA, 1994)

Page segmentation and classification using fast feature extraction and connectivity analysis. - Jaakko J. Sauvola; Matti Pietikäinen (ICDAR, 1995)

An Experimental Comparison of Autoregressive and Fourier-Based Descriptors in 2D Shape Classification. - Hannu Kauppinen; Tapio Seppänen; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 1995)

Texture classification by center-symmetric auto-correlation, using Kullback discrimination of distributions. - David Harwood; Timo Ojala; Matti Pietikäinen; Shalom Kelman; Larry S. Davis (Pattern Recognit. Lett., 1995)

The Development of a General Framework for Intelligent Document Image Retrieval. - David S. Doermann; Jaakko J. Sauvola; Hannu Kauniskangas; Christian K. Shin; Matti Pietikäinen; Azriel Rosenfeld (DAS, 1996)

Accurate color discrimination with classification based on feature distributions. - Matti Pietikäinen; Sami Nieminen; Elzbieta Marszalec; Timo Ojala (ICPR, 1996)

A document management interface utilizing page decomposition and content-based compression. - Jaakko J. Sauvola; Matti Pietikäinen (ICPR, 1996)

Some Aspects of RGB Vision and Its Applications in Industry. - Elzbieta Marsylaec; Matti Pietikäinen (Int. J. Pattern Recognit. Artif. Intell., 1996)

Determining Composition of Grain Mixtures by Texture Classification Based on Feature Distributions. - Timo Ojala; Matti Pietikäinen; Jarkko Nisula (Int. J. Pattern Recognit. Artif. Intell., 1996)

A comparative study of texture measures with classification based on featured distributions. - Timo Ojala; Matti Pietikäinen; David Harwood (Pattern Recognit., 1996)

Techniques for the Automated Testing of Document Analysis Algorithms. - Jaakko J. Sauvola; Hannu Kauniskangas; David S. Doermann; Matti Pietikäinen (BSDIA, 1997)

Graphical Tools and Techniques for Querying Document Image Databases. - Jaakko J. Sauvola; Hannu Kauniskangas; David S. Doermann; Christian K. Shin; M. Koivusaari; Matti Pietikäinen (BSDIA, 1997)

Locally adaptive document skew detection. - Jaakko J. Sauvola; David S. Doermann; Matti Pietikäinen (Document Recognition, 1997)

A distributed management system for testing document image analysis algorithms. - Jaakko J. Sauvola; Sami Haapakoski; Hannu Kauniskangas; Tapio Seppänen; Matti Pietikäinen; David S. Doermann (ICDAR, 1997)

Adaptive Document Binarization. - Jaakko J. Sauvola; Tapio Seppänen; Sami Haapakoski; Matti Pietikäinen (ICDAR, 1997)

Benchmarking system for document analysis algorithms. - Sami Nieminen; Jaakko J. Sauvola; Tapio Seppänen; Matti Pietikäinen (Document Recognition, 1998)

Nonparametric multichannel texture description with simple spatial operators. - Timo Ojala; Matti Pietikäinen (ICPR, 1998)

Robust Skew Estimation on Low-Resolution Document Images. - Oleg Okun; Matti Pietikäinen; Jaakko J. Sauvola (ICDAR, 1999)

Document skew estimation without angle range restriction. - Oleg Okun; Matti Pietikäinen; Jaakko J. Sauvola (Int. J. Document Anal. Recognit., 1999)

Unsupervised texture segmentation using feature distributions. - Timo Ojala; Matti Pietikäinen (Pattern Recognit., 1999)

Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns. - Timo Ojala; Matti Pietikäinen; Topi Mäenpää (ECCV (1), 2000)

Robust Texture Classification by Subsets of Local Binary Patterns. - Topi Mäenpää; Timo Ojala; Matti Pietikäinen; Maricor Soriano (ICPR, 2000)

Texture Classification by Multi-Predicate Local Binary Pattern Operators. - Topi Mäenpää; Matti Pietikäinen; Timo Ojala (ICPR, 2000)

Automatic Ground-Truth Generation for Skew-Tolerance Evaluation of Document Layout Analysis Methods. - Oleg Okun; Matti Pietikäinen (ICPR, 2000)

Visual Inspection of Parquet Slabs by Combining Color and Texture. - Juha Kyllönen; Matti Pietikäinen (MVA, 2000)

Physics-based face database for color research. - Elzbieta Marszalec; Birgitta Martinkauppi; Maricor Soriano; Matti Pietikäinen (J. Electronic Imaging, 2000)

Rotation-invariant texture classification using feature distributions. - Matti Pietikäinen; Timo Ojala; Zelin Xu (Pattern Recognit., 2000)

Adaptive document image binarization. - Jaakko J. Sauvola; Matti Pietikäinen (Pattern Recognit., 2000)

Experimental tool for generating ground truths for skewed page images. - Oleg Okun; Ari Vesanen; Matti Pietikäinen (Document Recognition and Retrieval, 2001)

A Generalized Local Binary Pattern Operator for Multiresolution Gray Scale and Rotation Invariant Texture Classification. - Timo Ojala; Matti Pietikäinen; Topi Mäenpää (ICAPR, 2001)

Edge-Based Method for Text Detection from Complex Document Images. - Matti Pietikäinen; Oleg Okun (ICDAR, 2001)

Texture discrimination with multidimensional distributions of signed gray-level differences. - Timo Ojala; Kimmo Valkealahti; Erkki Oja; Matti Pietikäinen (Pattern Recognit., 2001)

Selection of the Optimal Parameter value for the Locally Linear Embedding Algorithm. - Olga Kouropteva; Oleg Okun; Matti Pietikäinen (FSKD, 2002)

Unsupervised Learning Using Locally Linear Embedding: Experiments with Face Pose Analysis. - Abdenour Hadid; Olga Kouropteva; Matti Pietikäinen (ICPR (1), 2002)

Color-Based Face Detection Using Skin Locus Model and Hierarchical Filtering. - Abdenour Hadid; Matti Pietikäinen; Birgitta Martinkauppi (ICPR (4), 2002)

Separating Color and Pattern Information for Color Texture Discrimination. - Topi Mäenpää; Matti Pietikäinen; Jaakko Viertola (ICPR (1), 2002)

Outex- New Framework for Empirical Evaluation of Texture Analysis Algorithms. - Timo Ojala; Topi Mäenpää; Matti Pietikäinen; Jaakko Viertola; Juha Kyllönen; Sami Huovinen (ICPR (1), 2002)

Robust Text Detection from Binarized Document Images. - Oleg Okun; Yu Yan; Matti Pietikäinen (ICPR (3), 2002)

Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns. - Timo Ojala; Matti Pietikäinen; Topi Mäenpää (IEEE Trans. Pattern Anal. Mach. Intell., 2002)

Classification of handwritten digits using supervised locally linear embedding algorithm and support vector machine. - Olga Kouropteva; Oleg Okun; Matti Pietikäinen (ESANN, 2003)

Supervised Locally Linear Embedding Algorithm for Pattern Recognition. - Olga Kouropteva; Oleg Okun; Matti Pietikäinen (IbPRIA, 2003)

Supervised Locally Linear Embedding. - Dick de Ridder; Olga Kouropteva; Oleg Okun; Matti Pietikäinen; Robert P. W. Duin (ICANN, 2003)

Detection of skin color under changing illumination: a comparative study. - Matti Pietikäinen (ICIAP, 2003)

View-based recognition of 3D-textured surfaces. - Matti Pietikäinen; Tomi Nurmela; Topi Mäenpää; Markus Turtinen (ICIAP, 2003)

Efficient Locally Linear Embeddings of Imperfect Manifolds. - Abdenour Hadid; Matti Pietikäinen (MLDM, 2003)

Multi-scale Binary Patterns for Texture Analysis. - Topi Mäenpää; Matti Pietikäinen (SCIA, 2003)

Texture Classification by Combining Local Binary Pattern Features and a Self-Organizing Map. - Markus Turtinen; Topi Mäenpää; Matti Pietikäinen (SCIA, 2003)

Optimising Colour and Texture Features for Real-time Visual Inspection. - Topi Mäenpää; Jaakko Viertola; Matti Pietikäinen (Pattern Anal. Appl., 2003)

Real-time surface inspection by texture. - Topi Mäenpää; Markus Turtinen; Matti Pietikäinen (Real Time Imaging, 2003)

A Texture-based Method for Detecting Moving Objects. - Marko Heikkilä; Matti Pietikäinen; Janne Heikkilä (BMVC, 2004)

A Discriminative Feature Space for Detecting and Recognizing Faces. - Abdenour Hadid; Matti Pietikäinen; Timo Ahonen (CVPR (2), 2004)

Face Recognition with Local Binary Patterns. - Timo Ahonen; Abdenour Hadid; Matti Pietikäinen (ECCV (1), 2004)

From Still Image to Video-Based Face Recognition: An Experimental Analysis. - Abdenour Hadid; Matti Pietikäinen (FGR, 2004)

A Coarse-to-Fine Classification Scheme for Facial Expression Recognition. - Xiaoyi Feng; Abdenour Hadid; Matti Pietikäinen (ICIAR (2), 2004)

Face Recognition Based on the Appearance of Local Regions. - Timo Ahonen; Matti Pietikäinen; Abdenour Hadid; Topi Mäenpää (ICPR (3), 2004)

Selecting Models from Videos for Appearance-Based Face Recognition. - Abdenour Hadid; Matti Pietikäinen (ICPR (1), 2004)

Classification with color and texture: jointly or separately? - Topi Mäenpää; Matti Pietikäinen (Pattern Recognit., 2004)

View-based recognition of real-world textures. - Matti Pietikäinen; Tomi Nurmela; Topi Mäenpää; Markus Turtinen (Pattern Recognit., 2004)

A Novel Real Time System for Facial Expression Recognition. - Xiaoyi Feng; Matti Pietikäinen; Abdenour Hadid; Hongmei Xie (ACII, 2005)

Texture Features in Facial Image Analysis. - Matti Pietikäinen; Abdenour Hadid (IWBRS, 2005)

Real Time Facial Expression Recognition Using Local Binary Patterns and Linear Programming. - Xiaoyi Feng; Jie Cui; Matti Pietikäinen; Abdenour Hadid (MICAI, 2005)

An image mosaicing module for wide-area surveillance. - Marko Heikkilä; Matti Pietikäinen (VSSN@MM, 2005)

Human Activity Recognition Using Sequences of Postures. - Vili Kellokumpu; Matti Pietikäinen; Janne Heikkilä (MVA, 2005)

Incremental Locally Linear Embedding Algorithm. - Olga Kouropteva; Oleg Okun; Matti Pietikäinen (SCIA, 2005)

Image Analysis with Local Binary Patterns. - Matti Pietikäinen (SCIA, 2005)

Block-Based Methods for Image Retrieval Using Local Binary Patterns. - Valtteri Takala; Timo Ahonen; Matti Pietikäinen (SCIA, 2005)

Comparison of skin color detection and tracking methods under varying illumination. - Birgitta Martinkauppi; Maricor Soriano; Matti Pietikäinen (J. Electronic Imaging, 2005)

Incremental locally linear embedding. - Olga Kouropteva; Oleg Okun; Matti Pietikäinen (Pattern Recognit., 2005)

Contextual Analysis of Textured Scene Images. - Markus Turtinen; Matti Pietikäinen (BMVC, 2006)

Dynamic Texture Recognition Using Volume Local Binary Patterns. - Guoying Zhao 001; Matti Pietikäinen (WDV, 2006)

3D Gait Recognition Using Multiple Cameras. - Guoying Zhao 001; Guoyi Liu; Hua Li 009; Matti Pietikäinen (FGR, 2006)

A Hybrid Approach to Face Detection under Unconstrained Environments. - Abdenour Hadid; Matti Pietikäinen (ICPR (1), 2006)

Gait Recognition Using Fractal Scale and Wavelet Moments. - Guoying Zhao 001; Li Cui; Hua Li 009; Matti Pietikäinen (ICPR (4), 2006)

Local Binary Pattern Descriptors for Dynamic Texture Recognition. - Guoying Zhao 001; Matti Pietikäinen (ICPR (2), 2006)

Description of Interest Regions with Center-Symmetric Local Binary Patterns. - Marko Heikkilä; Matti Pietikäinen; Cordelia Schmid (ICVGIP, 2006)

Eyes Location Using a Neural Network. - Xiaoyi Feng; Li-ping Yang; Zhi Dang; Matti Pietikäinen (ISNN (2), 2006)

Fast and Accurate Ground Truth Generation for Skew-Tolerance Evaluation of Page Segmentation Algorithms. - Oleg Okun; Matti Pietikäinen (EURASIP J. Adv. Signal Process., 2006)

Visual Characterization of Paper Using Isomap and Local Binary Patterns. - Markus Turtinen; Matti Pietikäinen; Olli Silvén (IEICE Trans. Inf. Syst., 2006)

Face Description with Local Binary Patterns: Application to Face Recognition. - Timo Ahonen; Abdenour Hadid; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

A Texture-Based Method for Modeling the Background and Detecting Moving Objects. - Marko Heikkilä; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Learning Personal Specific Facial Dynamics for Face Recognition from Videos. - Abdenour Hadid; Matti Pietikäinen; Stan Z. Li (AMFG, 2007)

Multi-Object Tracking Using Color, Texture and Motion. - Valtteri Takala; Matti Pietikäinen (CVPR, 2007)

Face and Eye Detection for Person Authentication in Mobile Phones. - Abdenour Hadid; Jarkko Y. Heikkilä; Olli Silvén; Matti Pietikäinen (ICDSC, 2007)

Experiments with Facial Expression Recognition using Spatiotemporal Local Binary Patterns. - Guoying Zhao 001; Matti Pietikäinen (ICME, 2007)

Local spatiotemporal descriptors for visual recognition of spoken phrases. - Guoying Zhao 001; Matti Pietikäinen; Abdenour Hadid (HCM@MM, 2007)

Improving Rotation Invariance of the Volume Local Binary Pattern Operator. - Guoying Zhao 001; Matti Pietikäinen (MVA, 2007)

A Visual System for Hand Gesture Recognition in Human-Computer Interaction. - Matti-Antero Okkonen; Vili Kellokumpu; Matti Pietikäinen; Janne Heikkilä (SCIA, 2007)

Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions. - Guoying Zhao 001; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Human Activity Recognition Using a Dynamic Texture Based Method. - Vili Kellokumpu; Guoying Zhao 001; Matti Pietikäinen (BMVC, 2008)

A robust descriptor based on Weber's Law. - Jie Chen 001; Shiguang Shan; Guoying Zhao 001; Xilin Chen 001; Wen Gao 001; Matti Pietikäinen (CVPR, 2008)

Principal appearance and motion from boosted spatiotemporal descriptors. - Guoying Zhao 001; Matti Pietikäinen (CVPR Workshops, 2008)

Gabor volume based local binary pattern for face representation and recognition. - Zhen Lei 001; Shengcai Liao; Ran He 001; Matti Pietikäinen; Stan Z. Li (FG, 2008)

Unsupervised dynamic texture segmentation using local spatiotemporal descriptors. - Jie Chen 001; Guoying Zhao 001; Matti Pietikäinen (ICPR, 2008)

Combining motion and appearance for gender classification from video sequences. - Abdenour Hadid; Matti Pietikäinen (ICPR, 2008)

A Bayesian Local Binary Pattern texture descriptor. - Chu He; Timo Ahonen; Matti Pietikäinen (ICPR, 2008)

Facial expression recognition from near-infrared video sequences. - Matti Taini; Guoying Zhao 001; Stan Z. Li; Matti Pietikäinen (ICPR, 2008)

A Framework for Analyzing Texture Descriptors. - Timo Ahonen; Matti Pietikäinen (VISAPP (1), 2008)

Texture Based Description of Movements for Activity Analysis. - Vili Kellokumpu; Guoying Zhao 001; Matti Pietikäinen (VISAPP (2), 2008)

A Feature Guided Particle Filter for Robust Handtracking. - Matti-Antero Okkonen; Janne Heikkilä; Matti Pietikäinen (VISAPP (2), 2008)

A New Gabor Phase Difference Pattern for Face and Ear Recognition. - Yimo Guo; Guoying Zhao 001; Jie Chen 001; Matti Pietikäinen; Zhengguang Xu (CAIP, 2009)

Manifold Learning for Video-to-Video Face Recognition. - Abdenour Hadid; Matti Pietikäinen (COST 2101/2102 Conference, 2009)

Learning mappings for face synthesis from near infrared to visual light images. - Jie Chen 001; Dong Yi; Jimei Yang; Guoying Zhao 001; Stan Z. Li; Matti Pietikäinen (CVPR, 2009)

Pixelwise Local Binary Pattern Models of Faces Using Kernel Density Estimation. - Timo Ahonen; Matti Pietikäinen (ICB, 2009)

Manifold Learning for Gender Classification from Face Sequences. - Abdenour Hadid; Matti Pietikäinen (ICB, 2009)

Dynamic Texture Based Gait Recognition. - Vili Kellokumpu; Guoying Zhao 001; Stan Z. Li; Matti Pietikäinen (ICB, 2009)

An improved local descriptor and threshold learning for unsupervised dynamic texture segmentation. - Jie Chen 001; Guoying Zhao 001; Matti Pietikäinen (ICCV Workshops, 2009)

(Multiscale) Local Phase Quantisation histogram discriminant analysis with score normalisation for robust face recognition. - Chi-Ho Chan; Josef Kittler; Norman Poh; Timo Ahonen; Matti Pietikäinen (ICCV Workshops, 2009)

Dynamic texture synthesis using a spatial temporal descriptor. - Yimo Guo; Guoying Zhao 001; Jie Chen 001; Matti Pietikäinen; Zhengguang Xu (ICIP, 2009)

Rotation Invariant Image Description with Local Binary Pattern Histogram Fourier Features. - Timo Ahonen; Jiri Matas; Chu He; Matti Pietikäinen (SCIA, 2009)

Multi-band Gradient Component Pattern (MGCP): A New Statistical Feature for Face Recognition. - Yimo Guo; Jie Chen 001; Guoying Zhao 001; Matti Pietikäinen; Zhengguang Xu (SCIA, 2009)

Weight-Based Facial Expression Recognition from Near-Infrared Video Sequences. - Matti Taini; Guoying Zhao 001; Matti Pietikäinen (SCIA, 2009)

Combining appearance and motion for face and gender recognition from videos. - Abdenour Hadid; Matti Pietikäinen (Pattern Recognit., 2009)

Description of interest regions with local binary patterns. - Marko Heikkilä; Matti Pietikäinen; Cordelia Schmid (Pattern Recognit., 2009)

Image description using joint distribution of filter bank responses. - Timo Ahonen; Matti Pietikäinen (Pattern Recognit. Lett., 2009)

Boosted multi-resolution spatiotemporal descriptors for facial expression recognition. - Guoying Zhao 001; Matti Pietikäinen (Pattern Recognit. Lett., 2009)

Lipreading With Local Spatiotemporal Descriptors. - Guoying Zhao 001; Mark Barnard; Matti Pietikäinen (IEEE Trans. Multim., 2009)

Local Image Filters. - Abdenour Hadid; Matti Pietikäinen (Encyclopedia of Biometrics, 2009)

Person Re-identification Based on Global Color Context. - Yinghao Cai; Matti Pietikäinen (ACCV Workshops (1), 2010)

Descriptor Learning Based on Fisher Separation Criterion for Texture Classification. - Yimo Guo; Guoying Zhao 001; Matti Pietikäinen; Zhengguang Xu (ACCV (3), 2010)

Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion. - Xiaohua Huang; Guoying Zhao 001; Matti Pietikäinen; Wenming Zheng (ACIVS (2), 2010)

Dynamic textures for human movement recognition. - Vili Kellokumpu; Guoying Zhao 001; Matti Pietikäinen (CIVR, 2010)

Modeling pixel process with scale invariant local patterns for background subtraction in complex scenes. - Shengcai Liao; Guoying Zhao 001; Vili Kellokumpu; Matti Pietikäinen; Stan Z. Li (CVPR, 2010)

Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection. - Yazhou Liu; Shiguang Shan; Xilin Chen 001; Janne Heikkilä; Wen Gao 001; Matti Pietikäinen (ECCV (1), 2010)

Recovering the Topology of Multiple Cameras by Finding Continuous Paths in a Trellis. - Yinghao Cai; Kaiqi Huang; Tieniu Tan; Matti Pietikäinen (ICPR, 2010)

Matching Groups of People by Covariance Descriptor. - Yinghao Cai; Valtteri Takala; Matti Pietikäinen (ICPR, 2010)

Boosting Clusters of Samples for Sequence Matching in Camera Networks. - Valtteri Takala; Yinghao Cai; Matti Pietikäinen (ICPR, 2010)

Lipreading: A Graph Embedding Approach. - Ziheng Zhou 003; Guoying Zhao 001; Matti Pietikäinen (ICPR, 2010)

Synthesizing a talking mouth. - Ziheng Zhou 003; Guoying Zhao 001; Matti Pietikäinen (ICVGIP, 2010)

Combining dynamic texture and structural features for speaker identification. - Guoying Zhao 001; Xiaohua Huang; Yulia Gizatdinova; Matti Pietikäinen (MiFor@MM, 2010)

WLD: A Robust Local Image Descriptor. - Jie Chen 001; Shiguang Shan; Chu He; Guoying Zhao 001; Matti Pietikäinen; Xilin Chen 001; Wen Gao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Local Binary Patterns. - Matti Pietikäinen (Scholarpedia, 2010)

Local Representation of Facial Features. - Joni-Kristian Kämäräinen; Abdenour Hadid; Matti Pietikäinen (Handbook of Face Recognition, 2011)

Skin Color in Face Analysis. - Birgitta Martinkauppi; Abdenour Hadid; Matti Pietikäinen (Handbook of Face Recognition, 2011)

Texture Classification using a Linear Configuration Model based Descriptor. - Yimo Guo; Guoying Zhao 001; Matti Pietikäinen (BMVC, 2011)

Towards a practical lipreading system. - Ziheng Zhou 003; Guoying Zhao 001; Matti Pietikäinen (CVPR, 2011)

Local frequency descriptor for low-resolution face recognition. - Zhen Lei 001; Timo Ahonen; Matti Pietikäinen; Stan Z. Li (FG, 2011)

Competition on counter measures to 2-D facial spoofing attacks. - Murali Mohan Chakka; André Anjos; Sébastien Marcel; Roberto Tronci; Daniele Muntoni; Gianluca Fadda; Maurizio Pili; Nicola Sirena; Gabriele Murgia; Marco Ristori; Fabio Roli; Junjie Yan; et al. (IJCB, 2011)

Face spoofing detection from single images using micro-texture analysis. - Jukka Määttä; Abdenour Hadid; Matti Pietikäinen (IJCB, 2011)

Recognising spontaneous facial micro-expressions. - Tomas Pfister; Xiaobai Li; Guoying Zhao 001; Matti Pietikäinen (ICCV, 2011)

Combining sparse and dense descriptors with temporal semantic structures for robust human action recognition. - Jie Chen 001; Guoying Zhao 001; Vili-Petteri Kellokumpu; Matti Pietikäinen (ICCV Workshops, 2011)

Differentiating spontaneous from posed facial expressions within a generic facial expression recognition framework. - Tomas Pfister; Xiaobai Li; Guoying Zhao 001; Matti Pietikäinen (ICCV Workshops, 2011)

Expression Recognition in Videos Using a Weighted Component-Based Feature Descriptor. - Xiaohua Huang; Guoying Zhao 001; Matti Pietikäinen; Wenming Zheng (SCIA, 2011)

Combining Contrast Information and Local Binary Patterns for Gender Classification. - Juha Ylioinas; Abdenour Hadid; Matti Pietikäinen (SCIA, 2011)

Facial expression recognition from near-infrared videos. - Guoying Zhao 001; Xiaohua Huang; Matti Taini; Stan Z. Li; Matti Pietikäinen (Image Vis. Comput., 2011)

Recognition of human actions using texture descriptors. - Vili Kellokumpu; Guoying Zhao 001; Matti Pietikäinen (Mach. Vis. Appl., 2011)

On the use of dynamic features in face biometrics: recent advances and challenges. - Abdenour Hadid; Jean-Luc Dugelay; Matti Pietikäinen (Signal Image Video Process., 2011)

Face Recognition by Exploring Information Jointly in Space, Scale and Orientation. - Zhen Lei 001; Shengcai Liao; Matti Pietikäinen; Stan Z. Li (IEEE Trans. Image Process., 2011)

Computer Vision Using Local Binary Patterns - Matti Pietikäinen; Abdenour Hadid; Guoying Zhao 001; Timo Ahonen (Springer, 2011)

Face Spoofing Detection Using Dynamic Texture. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen (ACCV Workshops (1), 2012)

Dynamic Texture Synthesis in Space with a Spatio-temporal Descriptor. - Rocio A. Lizarraga-Morales; Yimo Guo; Guoying Zhao 001; Matti Pietikäinen (ACCV Workshops (1), 2012)

Efficient Image Appearance Description Using Dense Sampling Based Local Binary Patterns. - Juha Ylioinas; Abdenour Hadid; Yimo Guo; Matti Pietikäinen (ACCV (3), 2012)

Combining Textural and Geometrical Descriptors for Scene Recognition. - Neslihan Bayramoglu; Janne Heikkilä; Matti Pietikäinen (ECCV Workshops (2), 2012)

Dynamic Facial Expression Recognition Using Longitudinal Facial Expression Atlases. - Yimo Guo; Guoying Zhao 001; Matti Pietikäinen (ECCV (2), 2012)

Robust and Computationally Efficient Face Detection Using Gaussian Derivative Features of Higher Orders. - John A. Ruiz-Hernandez; James L. Crowley; Claudine Combe; Augustin Lux; Matti Pietikäinen (ECCV Workshops (3), 2012)

Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study. - Jukka Kortelainen; Suvi Tiinanen; Xiaohua Huang; Xiaobai Li; Seppo J. Laukka; Matti Pietikäinen; Tapio Seppänen (EMBC, 2012)

Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. - Christopher McCool; Sébastien Marcel; Abdenour Hadid; Matti Pietikäinen; Pavel Matejka; Jan Cernocký; Norman Poh; Josef Kittler; Anthony Larcher; Christophe Lévy; Driss Matrouf; Jean-François Bonastre; et al. (ICME Workshops, 2012)

Unsupervised dynamic texture segmentation using local descriptors in volumes. - Jie Chen 001; Guoying Zhao 001; Matti Pietikäinen (ICPR, 2012)

Can gait biometrics be Spoofed? - Abdenour Hadid; Mohammad Ghahramani; Vili Kellokumpu; Matti Pietikäinen; John D. Bustard; Mark S. Nixon (ICPR, 2012)

Combining local and global correlation for texture description. - Xiaopeng Hong; Guoying Zhao 001; Matti Pietikäinen; Xilin Chen 001 (ICPR, 2012)

CMV100: A dataset for people tracking and re-identification in sparse camera networks. - Valtteri Takala; Matti Pietikäinen (ICPR, 2012)

Age Classification in Unconstrained Conditions Using LBP Variants. - Juha Ylioinas; Abdenour Hadid; Matti Pietikäinen (ICPR, 2012)

Face spoofing detection from single images using texture and local shape analysis. - Jukka Määttä; Abdenour Hadid; Matti Pietikäinen (IET Biom., 2012)

Discriminative features for texture description. - Yimo Guo; Guoying Zhao 001; Matti Pietikäinen (Pattern Recognit., 2012)

Towards a dynamic expression recognition system under facial occlusion. - Xiaohua Huang; Guoying Zhao 001; Wenming Zheng; Matti Pietikäinen (Pattern Recognit. Lett., 2012)

Spatiotemporal Local Monogenic Binary Patterns for Facial Expression Recognition. - Xiaohua Huang; Guoying Zhao 001; Wenming Zheng; Matti Pietikäinen (IEEE Signal Process. Lett., 2012)

An Image-Based Visual Speech Animation System. - Ziheng Zhou 003; Guoying Zhao 001; Yimo Guo; Matti Pietikäinen (IEEE Trans. Circuits Syst. Video Technol., 2012)

Rotation-Invariant Image and Video Description With Local Binary Pattern Features. - Guoying Zhao 001; Timo Ahonen; Jiri Matas; Matti Pietikäinen (IEEE Trans. Image Process., 2012)

RLBP: Robust Local Binary Pattern. - Jie Chen 001; Vili Kellokumpu; Guoying Zhao 001; Matti Pietikäinen (BMVC, 2013)

Emotion recognition from facial images with arbitrary views. - Xiaohua Huang; Guoying Zhao 001; Matti Pietikäinen (BMVC, 2013)

Context based face anti-spoofing. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen (BTAS, 2013)

A Spontaneous Micro-expression Database: Inducement, collection and baseline. - Xiaobai Li; Tomas Pfister; Xiaohua Huang; Guoying Zhao 001; Matti Pietikäinen (FG, 2013)

Encoding Local Binary Patterns using the re-parametrization of the second order Gaussian jet. - John A. Ruiz-Hernandez; Matti Pietikäinen (FG, 2013)

CS-3DLBP and geometry based person independent 3D facial action unit detection. - Neslihan Bayramoglu; Guoying Zhao 001; Matti Pietikäinen (ICB, 2013)

Complementary countermeasures for detecting scenic face spoofing attacks. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen; André Anjos; Sébastien Marcel (ICB, 2013)

Age Estimation Using Local Binary Pattern Kernel Density Estimate. - Juha Ylioinas; Abdenour Hadid; Xiaopeng Hong; Matti Pietikäinen (ICIAP (1), 2013)

Visual Speaker Identification with Spatiotemporal Directional Features. - Guoying Zhao 001; Matti Pietikäinen (ICIAR, 2013)

Incorporating Texture Intensity Information into LBP-Based Operators. - Mohammad Ghahramani; Guoying Zhao 001; Matti Pietikäinen (SCIA, 2013)

Texture Description with Completed Local Quantized Patterns. - Xiaohua Huang; Guoying Zhao 001; Xiaopeng Hong; Matti Pietikäinen; Wenming Zheng (SCIA, 2013)

Constructing Local Binary Pattern Statistics by Soft Voting. - Juha Ylioinas; Xiaopeng Hong; Matti Pietikäinen (SCIA, 2013)

Demographic classification from face videos using manifold learning. - Abdenour Hadid; Matti Pietikäinen (Neurocomputing, 2013)

Machine learning in motion analysis: New advances. - Matti Pietikäinen; Matthew Turk 001; Liang Wang 001; Guoying Zhao 001; Li Cheng 001 (Image Vis. Comput., 2013)

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors. - Chi-Ho Chan; Muhammad Atif Tahir; Josef Kittler; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Automatic Dynamic Texture Segmentation Using Local Descriptors and Optical Flow. - Jie Chen 001; Guoying Zhao 001; Mikko Salo; Esa Rahtu; Matti Pietikäinen (IEEE Trans. Image Process., 2013)

Video Texture Synthesis With Multi-Frame LBP-TOP and Diffeomorphic Growth Model. - Yimo Guo; Guoying Zhao 001; Ziheng Zhou 003; Matti Pietikäinen (IEEE Trans. Image Process., 2013)

Local Configuration Features and Discriminative Learnt Features for Texture Description. - Yimo Guo; Guoying Zhao 001; Matti Pietikäinen (Local Binary Patterns, 2013)

Histogram-Tensorial Gaussian Representations and its Applications to Facial Analysis. - John A. Ruiz-Hernandez; James L. Crowley; Augustin Lux; Matti Pietikäinen (Local Binary Patterns, 2013)

Remote Heart Rate Measurement from Face Videos under Realistic Situations. - Xiaobai Li; Jie Chen 001; Guoying Zhao 001; Matti Pietikäinen (CVPR, 2014)

Local Binary Patterns to Evaluate Trabecular Bone Structure from Micro-CT Data: Application to Studies of Human Osteoarthritis. - Jérôme Thevenot; Jie Chen 001; Mikko Finnilä; Miika T. Nieminen; Petri Lehenkari; Simo Saarakkala; Matti Pietikäinen (ECCV Workshops (2), 2014)

Generalized textured contact lens detection by extracting BSIF description from Cartesian iris images. - Jukka Komulainen; Abdenour Hadid; Matti Pietikäinen (IJCB, 2014)

Extended local binary pattern fusion for face recognition. - Li Liu 002; Paul W. Fieguth; Guoying Zhao 001; Matti Pietikäinen (ICIP, 2014)

Improved Spatiotemporal Local Monogenic Binary Pattern for Emotion Recognition in The Wild. - Xiaohua Huang; Qiuhai He; Xiaopeng Hong; Guoying Zhao 001; Matti Pietikäinen (ICMI, 2014)

Pose Estimation via Complex-Frequency Domain Analysis of Image Gradient Orientations. - Xiaopeng Hong; Guoying Zhao 001; Matti Pietikäinen (ICPR, 2014)

Robust Facial Expression Recognition Using Revised Canonical Correlation. - Xiaohua Huang; Guoying Zhao 001; Matti Pietikäinen; Wenming Zheng (ICPR, 2014)

Spotting Rapid Facial Movements from Videos Using Appearance-Based Feature Difference Analysis. - Antti Moilanen; Guoying Zhao 001; Matti Pietikäinen (ICPR, 2014)

Facial 3D Shape Estimation from Images for Visual Speech Animation. - Utpala Musti; Ziheng Zhou 003; Matti Pietikäinen (ICPR, 2014)

An In-depth Examination of Local Binary Descriptors in Unconstrained Face Recognition. - Juha Ylioinas; Abdenour Hadid; Juho Kannala; Matti Pietikäinen (ICPR, 2014)

3D Visual Speech Animation from Image Sequences. - Utpala Musti; Slim Ouni; Ziheng Zhou 003; Matti Pietikäinen (ICVGIP, 2014)

Computer vision for face-to-face human-computer interaction. - Matti Pietikäinen (IPTA, 2014)

Learning local image descriptors using binary decision trees. - Juha Ylioinas; Juho Kannala; Abdenour Hadid; Matti Pietikäinen (WACV, 2014)

Minotaurus: A System for Affective Human-Robot Interaction in Smart Environments. - Juha Röning; Jukka Holappa; Vili Kellokumpu; Antti Tikanmäki; Matti Pietikäinen (Cogn. Comput., 2014)

Local spatiotemporal features for dynamic texture synthesis. - Rocio A. Lizarraga-Morales; Yimo Guo; Guoying Zhao 001; Matti Pietikäinen; Raúl Enrique Sánchez-Yáñez (EURASIP J. Image Video Process., 2014)

Face liveness detection using dynamic texture. - Tiago Freitas Pereira; Jukka Komulainen; André Anjos; José Mario De Martino; Abdenour Hadid; Matti Pietikäinen; Sébastien Marcel (EURASIP J. Image Video Process., 2014)

A review of recent advances in visual speech decoding. - Ziheng Zhou 003; Guoying Zhao 001; Xiaopeng Hong; Matti Pietikäinen (Image Vis. Comput., 2014)

Learning Discriminant Face Descriptor. - Zhen Lei 001; Matti Pietikäinen; Stan Z. Li (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

A Compact Representation of Visual Speech Data Using Latent Variables. - Ziheng Zhou 003; Xiaopeng Hong; Guoying Zhao 001; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Combining LBP Difference and Feature Correlation for Texture Description. - Xiaopeng Hong; Guoying Zhao 001; Matti Pietikäinen; Xilin Chen 001 (IEEE Trans. Image Process., 2014)

Texture Recognition. - Matti Pietikäinen (Computer Vision, A Reference Guide, 2014)

Face Anti-spoofing: Visual Approach. - André Anjos; Jukka Komulainen; Sébastien Marcel; Abdenour Hadid; Matti Pietikäinen (Handbook of Biometric Anti-Spoofing, 2014)

Spatiotemporal Integration of Optical Flow Vectors for Micro-expression Detection. - Devangini Patel; Guoying Zhao 001; Matti Pietikäinen (ACIVS, 2015)

A Task-Driven Eye Tracking Dataset for Visual Attention Analysis. - Yingyue Xu; Xiaopeng Hong; Qiuhai He; Guoying Zhao 001; Matti Pietikäinen (ACIVS, 2015)

Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. - Xiaohua Huang; Abhinav Dhall; Guoying Zhao 001; Roland Goecke; Matti Pietikäinen (BMVC, 2015)

Unsupervised learning of overcomplete face descriptors. - Juha Ylioinas; Juho Kannala; Abdenour Hadid; Matti Pietikäinen (CVPR Workshops, 2015)

OuluVS2: A multi-view audiovisual database for non-rigid mouth motion analysis. - Iryna Anina; Ziheng Zhou 003; Guoying Zhao 001; Matti Pietikäinen (FG, 2015)

Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection. - Xiaohua Huang; Sujing Wang; Guoying Zhao 001; Matti Pietikäinen (ICCV Workshops, 2015)

Median robust extended local binary pattern for texture classification. - Li Liu 002; Paul W. Fieguth; Matti Pietikäinen; Songyang Lao (ICIP, 2015)

Face detection and recognition for smart glasses. - Constantino Álvarez Casado; Miguel Bordallo López; Jukka Holappa; Matti Pietikäinen (ISCE, 2015)

OMEG: Oulu Multi-Pose Eye Gaze Dataset. - Qiuhai He; Xiaopeng Hong; Xiujuan Chai; Jukka Holappa; Guoying Zhao 001; Xilin Chen 001; Matti Pietikäinen (SCIA, 2015)

Face Recognition Using Smoothed High-Dimensional Representation. - Juha Ylioinas; Juho Kannala; Abdenour Hadid; Matti Pietikäinen (SCIA, 2015)

Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition. - Xiaobai Li; Xiaopeng Hong; Antti Moilanen; Xiaohua Huang; Tomas Pfister; Guoying Zhao 001; Matti Pietikäinen (CoRR, 2015)

HEp-2 Cell Classification via Fusing Texture and Shape Information. - Xianbiao Qi; Guoying Zhao 001; Chun-Guang Li; Jun Guo 002; Matti Pietikäinen (CoRR, 2015)

Globally rotation invariant multi-scale co-occurrence local binary pattern. - Xianbiao Qi; LinLin Shen; Guoying Zhao 001; Qingquan Li; Matti Pietikäinen (Image Vis. Comput., 2015)

Local Image Filters. - Abdenour Hadid; Matti Pietikäinen (Encyclopedia of Biometrics, 2015)

Concatenated Frame Image Based CNN for Visual Speech Recognition. - Takeshi Saitoh; Ziheng Zhou 003; Guoying Zhao 001; Matti Pietikäinen (ACCV Workshops (2), 2016)

Evaluation of LBP and Deep Texture Descriptors with a New Robustness Benchmark. - Li Liu 002; Paul W. Fieguth; Xiaogang Wang 001; Matti Pietikäinen; Dewen Hu (ECCV (3), 2016)

Thorax disease diagnosis using deep convolutional neural network. - Jie Chen 001; Xianbiao Qi; Osmo Tervonen; Olli Silvén; Guoying Zhao 001; Matti Pietikäinen (EMBC, 2016)

Generalized face anti-spoofing by detecting pulse from face videos. - Xiaobai Li; Jukka Komulainen; Guoying Zhao 001; Pong Chi Yuen; Matti Pietikäinen (ICPR, 2016)

RealSense = real heart rate: Illumination invariant heart rate estimation from videos. - Jie Chen 001; Zhuoqing Chang; Qiang Qiu 001; Xiaobai Li; Guillermo Sapiro; Alexander M. Bronstein; Matti Pietikäinen (IPTA, 2016)

Probing the Intra-Component Correlations within Fisher Vector for Material Classification. - Xiaopeng Hong; Xianbiao Qi; Guoying Zhao 001; Matti Pietikäinen (CoRR, 2016)

Analyzing the Affect of a Group of People Using Multi-modal Framework. - Xiaohua Huang; Abhinav Dhall; Xin Liu 012; Guoying Zhao 001; Jingang Shi; Roland Goecke; Matti Pietikäinen (CoRR, 2016)

Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection. - Xiaohua Huang; Sujing Wang; Xin Liu 012; Guoying Zhao 001; Xiaoyi Feng; Matti Pietikäinen (CoRR, 2016)

Two decades of local binary patterns: A survey. - Matti Pietikäinen; Guoying Zhao 001 (CoRR, 2016)

Multi-modal emotion analysis from facial expressions and electroencephalogram. - Xiaohua Huang; Jukka Kortelainen; Guoying Zhao 001; Xiaobai Li; Antti Moilanen; Tapio Seppänen; Matti Pietikäinen (Comput. Vis. Image Underst., 2016)

Editorial of special issue on spontaneous facial behaviour analysis. - Stefanos Zafeiriou; Guoying Zhao 001; Matti Pietikäinen; Rama Chellappa; Irene Kotsia; Jeffrey F. Cohn (Comput. Vis. Image Underst., 2016)

RoLoD: Robust local descriptors for computer vision. - Jie Chen 001; Zhen Lei 001; Li Liu 002; Guoying Zhao 001; Matti Pietikäinen (Neurocomputing, 2016)

Capturing correlations of local features for image representation. - Xiaopeng Hong; Guoying Zhao 001; Stefanos Zafeiriou; Maja Pantic; Matti Pietikäinen (Neurocomputing, 2016)

Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns. - Xiaohua Huang; Guoying Zhao 001; Xiaopeng Hong; Wenming Zheng; Matti Pietikäinen (Neurocomputing, 2016)

Dynamic texture and scene classification by transferring deep image features. - Xianbiao Qi; Chun-Guang Li; Guoying Zhao 001; Xiaopeng Hong; Matti Pietikäinen (Neurocomputing, 2016)

LOAD: Local orientation adaptive descriptor for texture and material classification. - Xianbiao Qi; Guoying Zhao 001; Linlin Shen; Qingquan Li; Matti Pietikäinen (Neurocomputing, 2016)

Extended local binary patterns for face recognition. - Li Liu 002; Paul W. Fieguth; Guoying Zhao 001; Matti Pietikäinen; Dewen Hu (Inf. Sci., 2016)

Exploring illumination robust descriptors for human epithelial type 2 cell classification. - Xianbiao Qi; Guoying Zhao 001; Jie Chen 001; Matti Pietikäinen (Pattern Recognit., 2016)

Data-driven techniques for smoothing histograms of local binary patterns. - Juha Ylioinas; Norman Poh; Jukka Holappa; Matti Pietikäinen (Pattern Recognit., 2016)

HEp-2 cell classification: The role of Gaussian Scale Space Theory as a pre-processing approach. - Xianbiao Qi; Guoying Zhao 001; Jie Chen 001; Matti Pietikäinen (Pattern Recognit. Lett., 2016)

Dynamic Facial Expression Recognition With Atlas Construction and Sparse Representation. - Yimo Guo; Guoying Zhao 001; Matti Pietikäinen (IEEE Trans. Image Process., 2016)

Median Robust Extended Local Binary Pattern for Texture Classification. - Li Liu 002; Songyang Lao; Paul W. Fieguth; Yulan Guo; Xiaogang Wang 001; Matti Pietikäinen (IEEE Trans. Image Process., 2016)

Rotation Invariant Local Binary Convolution Neural Networks. - Xin Zhang 029; Li Liu 002; Yuxiang Xie; Jie Chen 001; Lingda Wu; Matti Pietikäinen (ICCV Workshops, 2017)

Robust local features for remote face recognition. - Jie Chen 001; Vishal M. Patel; Li Liu 002; Vili Kellokumpu; Guoying Zhao 001; Matti Pietikäinen; Rama Chellappa (Image Vis. Comput., 2017)

Local binary features for texture classification: Taxonomy and experimental study. - Li Liu 002; Paul W. Fieguth; Yulan Guo; Xiaogang Wang 001; Matti Pietikäinen (Pattern Recognit., 2017)

HEp-2 Cell Classification via Combining Multiresolution Co-Occurrence Texture and Large Region Shape Information. - Xianbiao Qi; Guoying Zhao 001; Chun-Guang Li; Jun Guo 002; Matti Pietikäinen (IEEE J. Biomed. Health Informatics, 2017)

Sparse Tikhonov-Regularized Hashing for Multi-Modal Learning. - Lei Tian 002; Xiaopeng Hong; Chunxiao Fan 001; Yue Ming 001; Matti Pietikäinen; Guoying Zhao 001 (ICIP, 2018)

A Survey of Recent Advances in Texture Representation. - Li Liu 002; Jie Chen 001; Paul W. Fieguth; Guoying Zhao 001; Rama Chellappa; Matti Pietikäinen (CoRR, 2018)

A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation. - Xiaohua Huang; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (CoRR, 2018)

PCANet-II: When PCANet Meets the Second Order Pooling. - Chunxiao Fan 001; Xiaopeng Hong; Lei Tian 002; Yue Ming 001; Matti Pietikäinen; Guoying Zhao 001 (IEICE Trans. Inf. Syst., 2018)

Sparse projections matrix binary descriptors for face recognition. - Chunxiao Fan 001; Lei Tian 002; Yue Ming 001; Xiaopeng Hong; Guoying Zhao 001; Matti Pietikäinen (Neurocomputing, 2018)

Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods. - Xiaobai Li; Xiaopeng Hong; Antti Moilanen; Xiaohua Huang; Tomas Pfister; Guoying Zhao 001; Matti Pietikäinen (IEEE Trans. Affect. Comput., 2018)

Multimodal Framework for Analyzing the Affect of a Group of People. - Xiaohua Huang; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (IEEE Trans. Multim., 2018)

BIRD: Learning Binary and Illumination Robust Descriptor for Face Recognition. - Zhuo Su 002; Matti Pietikäinen; Li Liu 002 (BMVC, 2019)

Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition. - Chengyu Guo; Jingyun Liang; Geng Zhan; Zhong Liu 002; Matti Pietikäinen; Li Liu 002 (IEEE Access, 2019)

From BoW to CNN: Two Decades of Texture Representation for Texture Classification. - Li Liu 002; Jie Chen 001; Paul W. Fieguth; Guoying Zhao 001; Rama Chellappa; Matti Pietikäinen (Int. J. Comput. Vis., 2019)

Guest Editors' Introduction to the Special Section on Compact and Efficient Feature Representation and Learning in Computer Vision. - Li Liu 002; Matti Pietikäinen; Jie Chen 001; Guoying Zhao 001; Xiaogang Wang 001; Rama Chellappa (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition. - Xiaohua Huang; Sujing Wang; Xin Liu 012; Guoying Zhao 001; Xiaoyi Feng; Matti Pietikäinen (IEEE Trans. Affect. Comput., 2019)

Texture Classification in Extreme Scale Variations Using GANet. - Li Liu 002; Jie Chen 001; Guoying Zhao 001; Paul W. Fieguth; Xilin Chen 001; Matti Pietikäinen (IEEE Trans. Image Process., 2019)

Dynamic Group Convolution for Accelerating Convolutional Neural Networks. - Zhuo Su 002; Linpu Fang; Wenxiong Kang; Dewen Hu; Matti Pietikäinen; Li Liu 002 (ECCV (6), 2020)

FTBNN: Rethinking Non-linearity for 1-bit CNNs and Going Beyond. - Zhuo Su 002; Linpu Fang; Deke Guo; Dewen Hu; Matti Pietikäinen; Li Liu 002 (CoRR, 2020)

Deep Learning for Generic Object Detection: A Survey. - Li Liu 002; Wanli Ouyang; Xiaogang Wang 001; Paul W. Fieguth; Jie Chen 001; Xinwang Liu 002; Matti Pietikäinen (Int. J. Comput. Vis., 2020)

Efficient Visual Recognition. - Li Liu 002; Matti Pietikäinen; Jie Qin; Wanli Ouyang; Luc Van Gool (Int. J. Comput. Vis., 2020)

Pixel Difference Networks for Efficient Edge Detection. - Zhuo Su 002; Wenzhe Liu; Zitong Yu; Dewen Hu; Qing Liao 001; Qi Tian 001; Matti Pietikäinen; Li Liu 002 (ICCV, 2021)

Informative Class-Conditioned Feature Alignment for Unsupervised Domain Adaptation. - Wanxia Deng; Yawen Cui; Zhen Liu 004; Gangyao Kuang; Dewen Hu; Matti Pietikäinen; Li Liu 002 (ACM Multimedia, 2021)

Cross-modal Self-Supervised Learning for Lip Reading: When Contrastive Learning meets Adversarial Training. - Changchong Sheng; Matti Pietikäinen; Qi Tian 001; Li Liu 002 (ACM Multimedia, 2021)

Deep Learning for Scene Classification: A Survey. - Delu Zeng; Minyu Liao; Mohammad Tavakolian; Yulan Guo; Bolei Zhou; Dewen Hu; Matti Pietikäinen; Li Liu 002 (CoRR, 2021)

Editorial for the special issue of IMAVIS on automatic face analytics for human behavior understanding. - Xiaohua Huang; Abhinav Dhall; Guoying Zhao 001; Wenming Zheng; Matti Pietikäinen (Image Vis. Comput., 2021)

Deep ladder reconstruction-classification network for unsupervised domain adaptation. - Wanxia Deng; Zhuo Su 002; Qiang Qiu 001; Lingjun Zhao; Gangyao Kuang; Matti Pietikäinen; Huaxin Xiao; Li Liu 002 (Pattern Recognit. Lett., 2021)

SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation. - Zhuo Su 002; Max Welling; Matti Pietikäinen; Li Liu 002 (3DV, 2022)

Dynamic Binary Neural Network by Learning Channel-Wise Thresholds. - Jiehua Zhang; Zhuo Su 002; Yanghe Feng; Xin Lu 002; Matti Pietikäinen; Li Liu 002 (ICASSP, 2022)

Challenges of Artificial Intelligence - From Machine Learning and Computer Vision to Emotional Intelligence. - Matti Pietikäinen; Olli Silvén (CoRR, 2022)

Boosting Binary Neural Networks via Dynamic Thresholds Learning. - Jiehua Zhang; Xueyang Zhang; Zhuo Su 002; Zitong Yu; Yanghe Feng; Xin Lu 002; Matti Pietikäinen; Li Liu 002 (CoRR, 2022)

Analyzing Group-Level Emotion with Global Alignment Kernel based Approach. - Xiaohua Huang; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (IEEE Trans. Affect. Comput., 2022)

Deep Ladder-Suppression Network for Unsupervised Domain Adaptation. - Wanxia Deng; Lingjun Zhao; Gangyao Kuang; Dewen Hu; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Cybern., 2022)

Hyperspectral Estimation of Soil Copper Concentration Based on Improved TabNet Model in the Eastern Junggar Coalfield. - Yuan Wang 034; Abdugheni Abliz; Hongbing Ma; Li Liu 002; Alishir Kurban; Ümüt Halik; Matti Pietikäinen; Wenjuan Wang (IEEE Trans. Geosci. Remote. Sens., 2022)

Informative Feature Disentanglement for Unsupervised Domain Adaptation. - Wanxia Deng; Lingjun Zhao; Qing Liao 001; Deke Guo; Gangyao Kuang; Dewen Hu; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Multim., 2022)

Adaptive Semantic-Spatio-Temporal Graph Convolutional Network for Lip Reading. - Changchong Sheng; Xinzhong Zhu; Huiying Xu; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Multim., 2022)

From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning. - Zhuo Su 002; Matti Pietikäinen; Li Liu 002 (SCIA (2), 2023)

Few-shot Class-incremental Learning: A Survey. - Jinghua Zhang; Li Liu 002; Olli Silvén; Matti Pietikäinen; Dewen Hu (CoRR, 2023)

Uncertainty-Guided Semi-Supervised Few-Shot Class-Incremental Learning With Knowledge Distillation. - Yawen Cui; Wanxia Deng; Xin Xu 001; Zhen Liu 004; Zhong Liu 002; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Multim., 2023)

Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading. - Changchong Sheng; Li Liu 002; Wanxia Deng; Liang Bai; Zhong Liu 002; Songyang Lao; Gangyao Kuang; Matti Pietikäinen (IEEE Trans. Multim., 2023)

Affective Computing [Scanning the Issue]. - Björn W. Schuller; Matti Pietikäinen (Proc. IEEE, 2023)

Facial Micro-Expressions: An Overview. - Guoying Zhao 001; Xiaobai Li; Yante Li; Matti Pietikäinen (Proc. IEEE, 2023)

Lightweight Pixel Difference Networks for Efficient Visual Representation Learning. - Zhuo Su 002; Jiehua Zhang; Longguang Wang; Hua Zhang 008; Zhen Liu 004; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Editorial: Learning With Fewer Labels in Computer Vision. - Li Liu 002; Timothy M. Hospedales; Yann LeCun; Mingsheng Long; Jiebo Luo 001; Wanli Ouyang; Matti Pietikäinen; Tinne Tuytelaars (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Deep Learning for Visual Speech Analysis: A Survey. - Changchong Sheng; Gangyao Kuang; Liang Bai; Chenping Hou; Yulan Guo; Xin Xu 001; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos. - Chao Xiao; Wei An; Yifan Zhang; Zhuo Su 002; Miao Li; Weidong Sheng; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution. - Zhuo Su 002; Jiehua Zhang; Tianpeng Liu; Zhen Liu 004; Shuanghui Zhang; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Few-Shot Class-Incremental Learning for Classification and Object Detection: A Survey. - Jinghua Zhang; Li Liu 002; Olli Silvén; Matti Pietikäinen; Dewen Hu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Rapid Salient Object Detection with Difference Convolutional Neural Networks. - Zhuo Su 002; Li Liu 002; Matthias Müller; Jiehua Zhang; Diana Wofk; Ming-Ming Cheng; Matti Pietikäinen (CoRR, 2025)